Density functional estimators with k-nearest neighbor bandwidths

Keyphrases

• Adaptive Adjustment 50%
• Asymptotic Bias 50%
• Boundary Bias 100%
• Consistent Estimator 50%
• Debiased Estimator 50%
• Debiasing 50%
• Density Estimator 50%
• Density Function 50%
• Density Functional 100%
• Estimation Problem 50%
• Functional Estimation 50%
• Functional Estimators 100%
• Information Theory 50%
• K-nearest 100%
• K-nearest Neighbor (K-NN) 100%
• Kernel Density Estimator 100%
• Local Geometry 50%
• Local Likelihood 50%
• Low-dimensional Structures 50%
• Nearest Neighbor Distance 100%
• Numerical Experiments 50%
• State-of-the-art Techniques 50%
• Statistical Theory 50%

Mathematics

• Asymptotic Bias 33%
• Density Function 33%
• Density Functional 100%
• Dimensional Structure 33%
• Information Theory 33%
• Kernel Density Estimator 66%
• Local Geometry 33%
• Nearest Neighbor 100%
• Numerical Experiment 33%
• Polynomial 33%
• Real-World Data 33%
• Statistics 33%